Signals · data-collector-proxy

External Signals

Weather, fuel, and price indices pulled by the data-collector-proxy and aligned to demand. The agent and What-If engine read these as exogenous features. Hover any chart to scrub all four in lockstep.

simulated · seed synced 06:00 daily

90-day signal stack2026-05-30

Temperatureopen-meteo

11.1°C

Precipitationopen-meteo

1.2mm

Diesel indexeurostat-proxy

1.68€/L

Inflation · HICPecb-proxy

2.61%

Signal → demand correlation

TemperatureBeverages

+0.74

+1.8% demand per °C above 18°Clag 1d

TemperatureBeer & Wine

+0.61

Weekend amplification on warm spellslag 2d

TemperatureCoffee & Tea

-0.48

Inverse — hot-drink dip in heatlag 1d

PrecipitationProduce

-0.39

Footfall-driven dip on rain dayslag 0d

Diesel indexPantry

+0.33

Pass-through to ambient logistics costlag 7d

Inflation HICPSnacks

-0.41

Trade-down away from discretionarylag 14d

Active read

Temperature is down 3.2°C over 7 days. With r 0.74 to beverages, the engine has eased beverage forecasts and the agent has flagged the move for review.